[몰로코] Senior Data Scientist - Ads Performance

포지션 상세 정보

기술스택

R
MachineLearning
DeepLearning
Python
Azure Database for MySQL
Pandas

주요업무

• Data Analysis and research: analyzing a large dataset with queries and scripts, extracting valuable signals out of noise, and producing actionable insights into how we could complete and improve Moloco’s complex ML and bidding system.
• Simulation and Modeling: validating and quantifying the efficiency and performance gain from hypotheses through rigorous simulation and modeling.
• Experimentation and Causal Inference: developing a robust experiment design and metric framework, and providing reliable and unbiased insights for product and business decision making.

자격요건

• Bachelor’s degree in a quantitative discipline (e.g., Statistics, Operations Research, Bioinformatics, Economics, Computational Biology, Computer Science, Mathematics, Physics, Electrical Engineering, Industrial Engineering).
• 3+ years of work experience in data science-related fields or an advanced degree such as a Master’s or Ph.D. in a quantitative discipline with 2+ years of experience
• Distinctive problem-solving skills, good at articulating product questions, pulling data from large datasets, and using statistics to arrive at a recommendation.
• Excellent verbal and written communication skills, with the ability to present information and analyze results effectively.
• Ability to build positive relationships within DSA and with our stakeholders and work effectively with cross-functional partners in a global company.
• Statistics: must have strong knowledge and experience in experimental design, hypothesis testing, and various statistical analysis techniques such as regression or linear models.
• Machine Learning: must have a deep understanding of ML algorithms (i.e., deep learning, random forest, gradient boosted trees, k-means clustering, etc.) and their development, validation, and evaluation.
• Programming: experience with Python, R, or other scripting languages, and database language (e.g., SQL) or data manipulation (e.g., Pandas, Dplyr) are required.

우대사항

• Advanced degree such as Master’s or PhD in a quantitative discipline.
• Ability to manage multiple projects at the same time while paying attention to detail and translating analysis results into business recommendations. 
• Proven ability to own projects end-to-end, even when you have to get creative: you do more than complete delegated tasks.
• Demonstrated leadership and self-direction. Willingness to both teach others and learn new techniques.

복지 및 혜택

• 입사 시 주식연계형 보상(RSU) 지급
• 완전 자율출퇴근제
• 무제한 휴가
• 자기계발비, 체력단련비, 주중교통비 별도지원